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Privacy enhancing technologies for solving the privacy-personalization paradox: Taxonomy and survey
Personal data are often collected and processed in a decentralized fashion, within different
contexts. For instance, with the emergence of distributed applications, several providers are …
contexts. For instance, with the emergence of distributed applications, several providers are …
Advances and open problems in federated learning
Federated learning (FL) is a machine learning setting where many clients (eg, mobile
devices or whole organizations) collaboratively train a model under the orchestration of a …
devices or whole organizations) collaboratively train a model under the orchestration of a …
One server for the price of two: Simple and fast {Single-Server} private information retrieval
We present SimplePIR, the fastest single-server private information retrieval scheme known
to date. SimplePIR's security holds under the learning-with-errors assumption. To answer a …
to date. SimplePIR's security holds under the learning-with-errors assumption. To answer a …
Spiral: Fast, high-rate single-server PIR via FHE composition
We introduce the SPIRAL family of single-server private information retrieval (PIR) protocols.
SPIRAL relies on a composition of two lattice-based homomorphic encryption schemes: the …
SPIRAL relies on a composition of two lattice-based homomorphic encryption schemes: the …
Post-quantum key {Exchange—A} new hope
At IEEE Security & Privacy 2015, Bos, Costello, Naehrig, and Stebila proposed an
instantiation of Peikert's ring-learning-with-errors–based (Ring-LWE) key exchange protocol …
instantiation of Peikert's ring-learning-with-errors–based (Ring-LWE) key exchange protocol …
PIR with compressed queries and amortized query processing
Private information retrieval (PIR) is a key building block in many privacy-preserving
systems. Unfortunately, existing constructions remain very expensive. This paper introduces …
systems. Unfortunately, existing constructions remain very expensive. This paper introduces …
Function secret sharing: Improvements and extensions
Function Secret Sharing (FSS), introduced by Boyle et al.(Eurocrypt 2015), provides a way
for additively secret-sharing a function from a given function family F. More concretely, an m …
for additively secret-sharing a function from a given function family F. More concretely, an m …
Piano: extremely simple, single-server PIR with sublinear server computation
We construct a sublinear-time single-server preprocessing Private Information Retrieval
(PIR) scheme with an optimal tradeoff between client storage and server computation (up to …
(PIR) scheme with an optimal tradeoff between client storage and server computation (up to …
OnionPIR: Response efficient single-server PIR
This paper presents OnionPIR and stateful OnionPIR, two single-server PIR schemes that
significantly improve the response size and computation cost over state-of-the-art schemes …
significantly improve the response size and computation cost over state-of-the-art schemes …
Epione: Lightweight contact tracing with strong privacy
Contact tracing is an essential tool in containing infectious diseases such as COVID-19.
Many countries and research groups have launched or announced mobile apps to facilitate …
Many countries and research groups have launched or announced mobile apps to facilitate …